Dataset Analytics

Generated on May 08, 2024 at 3:11 am.

Number of Images

2,659

Number of Annotations

14,455

Average Image Size

0.41 mp

Median Image Ratio

640x640
square

Class Balance

Overview of the number of annotations for each class in your dataset.

Classes

all
train
valid
test
4,176
3,748
2,908
2,584
906
Under Represented
133
Under Represented
3069
2453
2037
755
Under Represented
Under Represented
433
241
357
90
Under Represented
Under Represented
246
214
190
61
Under Represented
Under Represented

Dimension Insights

Overview of the sizes and aspect ratios of the images in your dataset.

Size Distribution

Sizes are based on the number of pixels in your images.

The purple box indicates the median width by median height image (640x640).

5
586
1,814
254
> 1024x1024
640px
640px

Aspect Ratio Distribution

The aspect ratio of your images compares the width vs. the height of your images.

tall
168
square
1,502
wide
977
very wide
10
> 1.5:1
extremely wide
2
> 2.5:1

Annotation Heatmap

Overview of where your annotations are located in the images in your dataset.

all
helmet (3,748)
safety_shoe (4,176)
person (2,908)
vest (2,584)
no-vest (906)
no-helmet (133)

Histogram of Object Count by Image

Overview of how many classes are annotated in each image in your dataset.

all
helmet
safety_shoe
person
vest
no-vest
no-helmet
    2039 imgs
    1019.5
  • 1
  • 2-7
  • 8-13
  • 14-19
  • 20-25
  • 26-31
  • 32-37
  • 38-43
  • 44-49
  • 50-55
Count of all objects

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